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Wan 2.2 Fast Img2Video + Auto-Captioning (Low VRAM Friendly)

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Type

Workflows

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436

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Published

Feb 17, 2026

Base Model

Wan Video 2.2 TI2V-5B

Hash

AutoV2
8667F91E77
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MMD288

### 🚀 Wan 2.2 Fast Image-to-Video Workflow

This workflow is designed for speed and ease of use. It generates high-quality 2.5s videos in under 90 seconds (depending on GPU) using the Wan 2.2 5B model.

✨ Key Features:

* Auto-Captioning: Uses WD14 Tagger to automatically analyze your input image and generate tags.

* Smart Prompting: Automatically concatenates your manual prompt with the image tags to ensure the video stays true to the source image.

* Fast Generation: Optimized for speed (10 steps) without sacrificing too much quality.

* Dual Output: Saves in both WebP and WebM formats.

🛠️ How to use:

1. Load Image: Upload your starting image in the "Load Image" node.

2. Add Motion Prompt: In the "ttN text" node (green box), describe the movement you want (e.g., "smiling, wind blowing, blinking").

3. Run: The workflow will combine your text with the visual description of the image and generate the video.

📦 Requirements (ComfyUI):

Please use *ComfyUI Manager** to "Install Missing Custom Nodes".

* Required Models:

* UNET: wan2.2_ti2v_5B_fp16.safetensors

* VAE: wan2.2_vae.safetensors

* CLIP: umt5_xxl_fp16.safetensors

💡 Performance:

Tested on mid-range GPUs. Generates a 2.5-second clip in approx 1:30 minutes.

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Created to help you animate static images quickly! Enjoy.